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Collections including paper arxiv:2604.22446

From Skill Text to Skill Structure: The Scheduling-Structural-Logical Representation for Agent Skills

Paper • 2604.24026 • Published Apr 27 • 22
From Skills to Talent: Organising Heterogeneous Agents as a Real-World Company

Paper • 2604.22446 • Published Apr 24 • 126
The Last Harness You'll Ever Build

Paper • 2604.21003 • Published Apr 22 • 7

StreamingClaw Technical Report

Paper • 2603.22120 • Published Mar 23 • 13
From Skills to Talent: Organising Heterogeneous Agents as a Real-World Company

Paper • 2604.22446 • Published Apr 24 • 126

Mobile-O: Unified Multimodal Understanding and Generation on Mobile Device

Paper • 2602.20161 • Published Feb 23 • 23
A Very Big Video Reasoning Suite

Paper • 2602.20159 • Published Feb 23 • 201
Speed by Simplicity: A Single-Stream Architecture for Fast Audio-Video Generative Foundation Model

Paper • 2603.21986 • Published Mar 23 • 125
AURA: Always-On Understanding and Real-Time Assistance via Video Streams

Paper • 2604.04184 • Published Apr 5 • 50

Agent Learning via Early Experience

Paper • 2510.08558 • Published Oct 9, 2025 • 256
Learning on the Job: An Experience-Driven Self-Evolving Agent for Long-Horizon Tasks

Paper • 2510.08002 • Published Oct 9, 2025 • 24
Self-Improving LLM Agents at Test-Time

Paper • 2510.07841 • Published Oct 9, 2025 • 10
The Denario project: Deep knowledge AI agents for scientific discovery

Paper • 2510.26887 • Published Oct 30, 2025 • 8

From Skills to Talent: Organising Heterogeneous Agents as a Real-World Company

Paper • 2604.22446 • Published Apr 24 • 126
ClawMark: A Living-World Benchmark for Multi-Turn, Multi-Day, Multimodal Coworker Agents

Paper • 2604.23781 • Published Apr 26 • 33
SkillClaw: Let Skills Evolve Collectively with Agentic Evolver

Paper • 2604.08377 • Published Apr 9 • 225
ClawBench: Can AI Agents Complete Everyday Online Tasks?

Paper • 2604.08523 • Published Apr 9 • 377

Interesting Papers

ReMix: Reinforcement routing for mixtures of LoRAs in LLM finetuning

Paper • 2603.10160 • Published Mar 10 • 26
Video Streaming Thinking: VideoLLMs Can Watch and Think Simultaneously

Paper • 2603.12262 • Published Mar 12 • 31
EnterpriseOps-Gym: Environments and Evaluations for Stateful Agentic Planning and Tool Use in Enterprise Settings

Paper • 2603.13594 • Published Mar 13 • 150
MetaClaw: Just Talk -- An Agent That Meta-Learns and Evolves in the Wild

Paper • 2603.17187 • Published Mar 17 • 141

Canvas-to-Image: Compositional Image Generation with Multimodal Controls

Paper • 2511.21691 • Published Nov 26, 2025 • 37
Agentic Learner with Grow-and-Refine Multimodal Semantic Memory

Paper • 2511.21678 • Published Nov 26, 2025 • 13
ENACT: Evaluating Embodied Cognition with World Modeling of Egocentric Interaction

Paper • 2511.20937 • Published Nov 26, 2025 • 15
Are We Ready for RL in Text-to-3D Generation? A Progressive Investigation

Paper • 2512.10949 • Published Dec 11, 2025 • 47

From Skill Text to Skill Structure: The Scheduling-Structural-Logical Representation for Agent Skills

Paper • 2604.24026 • Published Apr 27 • 22
From Skills to Talent: Organising Heterogeneous Agents as a Real-World Company

Paper • 2604.22446 • Published Apr 24 • 126
The Last Harness You'll Ever Build

Paper • 2604.21003 • Published Apr 22 • 7

From Skills to Talent: Organising Heterogeneous Agents as a Real-World Company

Paper • 2604.22446 • Published Apr 24 • 126
ClawMark: A Living-World Benchmark for Multi-Turn, Multi-Day, Multimodal Coworker Agents

Paper • 2604.23781 • Published Apr 26 • 33
SkillClaw: Let Skills Evolve Collectively with Agentic Evolver

Paper • 2604.08377 • Published Apr 9 • 225
ClawBench: Can AI Agents Complete Everyday Online Tasks?

Paper • 2604.08523 • Published Apr 9 • 377

StreamingClaw Technical Report

Paper • 2603.22120 • Published Mar 23 • 13
From Skills to Talent: Organising Heterogeneous Agents as a Real-World Company

Paper • 2604.22446 • Published Apr 24 • 126

Interesting Papers

ReMix: Reinforcement routing for mixtures of LoRAs in LLM finetuning

Paper • 2603.10160 • Published Mar 10 • 26
Video Streaming Thinking: VideoLLMs Can Watch and Think Simultaneously

Paper • 2603.12262 • Published Mar 12 • 31
EnterpriseOps-Gym: Environments and Evaluations for Stateful Agentic Planning and Tool Use in Enterprise Settings

Paper • 2603.13594 • Published Mar 13 • 150
MetaClaw: Just Talk -- An Agent That Meta-Learns and Evolves in the Wild

Paper • 2603.17187 • Published Mar 17 • 141

Mobile-O: Unified Multimodal Understanding and Generation on Mobile Device

Paper • 2602.20161 • Published Feb 23 • 23
A Very Big Video Reasoning Suite

Paper • 2602.20159 • Published Feb 23 • 201
Speed by Simplicity: A Single-Stream Architecture for Fast Audio-Video Generative Foundation Model

Paper • 2603.21986 • Published Mar 23 • 125
AURA: Always-On Understanding and Real-Time Assistance via Video Streams

Paper • 2604.04184 • Published Apr 5 • 50

Canvas-to-Image: Compositional Image Generation with Multimodal Controls

Paper • 2511.21691 • Published Nov 26, 2025 • 37
Agentic Learner with Grow-and-Refine Multimodal Semantic Memory

Paper • 2511.21678 • Published Nov 26, 2025 • 13
ENACT: Evaluating Embodied Cognition with World Modeling of Egocentric Interaction

Paper • 2511.20937 • Published Nov 26, 2025 • 15
Are We Ready for RL in Text-to-3D Generation? A Progressive Investigation

Paper • 2512.10949 • Published Dec 11, 2025 • 47

Agent Learning via Early Experience

Paper • 2510.08558 • Published Oct 9, 2025 • 256
Learning on the Job: An Experience-Driven Self-Evolving Agent for Long-Horizon Tasks

Paper • 2510.08002 • Published Oct 9, 2025 • 24
Self-Improving LLM Agents at Test-Time

Paper • 2510.07841 • Published Oct 9, 2025 • 10
The Denario project: Deep knowledge AI agents for scientific discovery

Paper • 2510.26887 • Published Oct 30, 2025 • 8

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